Artificial Intelligence

Artificial Intelligence

1. Learning

   • Pathfinding Algorithms
   • Machine Learning
     • Aritificial Neural Networks
     • Supervised vs Unsupervised
     • Genetic Algorithm

2. Robotics

   • Sense, Think & Act

3. Decision Making

   • Uncertainty
     • Markov's Chains
     • Chaos Theory
     • Diagnosis
     • Belief State = Knowledge of World

4. Agents

   • Performance Environment Actuators Sensors
   • Rationality
   • Goal-based
     • Search algorithms
       • A*, Depth-first and Breadth-first search
   • Multi-agent environment
     • Convention vs Coordination